A Lap Around Data Science
[@ashic]
Data Science
Data Scientist
Data Scientist
Kris Jack, Chief Data Scientist @ Mendeley
What is it?
Data Science
From Coursera’s Data Scientist’s Toolbox Course
Getting (and Cleaning) Data
Borat, on munging data
Exploratory Data Analysis
Exploratory Data Analysis
Anscombe’s Quartet
Summaries of four datasets…
Exploratory Data Analysis
Anscombe’s Quartet
.. and their visualisations
Exploratory Data Analysis - Clustering
Exploratory Data Analysis - Dimensionality Reduction
Reproducible Research
Statistical Inference
Machine Learning
Machine Learning - Regression
Machine Learning - Regression
Stochastic Gradient Descent
Machine Learning - Regression
Regression in Higher Dimensions
Machine Learning - Classification
Machine Learning - Classification
Machine Learning - Clustering
Machine Learning - Recommender Systems
Machine Learning - Recommender Systems
It might go wrong…
Machine Learning - Deep Learning
Developing Data Products
Developing Data Products
Developing Data Products
Learning Resources - Coursera
Learning Resources - Stanford Online EdX
Learning Resources - Udacity & Others
Learning Resources - Books
